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README.md

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+---
+dataset_info:
+- config_name: qrels_og-fas
+  features:
+  - name: query-id
+    dtype: string
+  - name: corpus-id
+    dtype: string
+  - name: score
+    dtype: float64
+  splits:
+  - name: test
+    num_bytes: 470546
+    num_examples: 12163
+  download_size: 470546
+  dataset_size: 470546
+- config_name: qrels_changed-fas
+  features:
+  - name: query-id
+    dtype: string
+  - name: corpus-id
+    dtype: string
+  - name: score
+    dtype: float64
+  splits:
+  - name: test
+    num_bytes: 470157
+    num_examples: 12163
+  download_size: 470157
+  dataset_size: 470157
+- config_name: corpus-fas
+  features:
+  - name: _id
+    dtype: string
+  - name: title
+    dtype: string
+  - name: text
+    dtype: string
+  splits:
+  - name: corpus
+    num_bytes: 108126004
+    num_examples: 41189
+  download_size: 108126004
+  dataset_size: 108126004
+- config_name: queries-fas
+  features:
+  - name: _id
+    dtype: string
+  - name: text
+    dtype: string
+  - name: instruction_og
+    dtype: string
+  - name: instruction_changed
+    dtype: string
+  splits:
+  - name: queries
+    num_bytes: 37059
+    num_examples: 40
+  download_size: 37059
+  dataset_size: 37059
+- config_name: top_ranked-fas
+  features:
+  - name: qid
+    dtype: string
+  - name: pid
+    dtype: string
+  splits:
+  - name: top_ranked
+    num_bytes: 1531154
+    num_examples: 40000
+  download_size: 1531154
+  dataset_size: 1531154
+- config_name: qrels_og-rus
+  features:
+  - name: query-id
+    dtype: string
+  - name: corpus-id
+    dtype: string
+  - name: score
+    dtype: float64
+  splits:
+  - name: test
+    num_bytes: 466885
+    num_examples: 12067
+  download_size: 466885
+  dataset_size: 466885
+- config_name: qrels_changed-rus
+  features:
+  - name: query-id
+    dtype: string
+  - name: corpus-id
+    dtype: string
+  - name: score
+    dtype: float64
+  splits:
+  - name: test
+    num_bytes: 466487
+    num_examples: 12067
+  download_size: 466487
+  dataset_size: 466487
+- config_name: corpus-rus
+  features:
+  - name: _id
+    dtype: string
+  - name: title
+    dtype: string
+  - name: text
+    dtype: string
+  splits:
+  - name: corpus
+    num_bytes: 100142813
+    num_examples: 39326
+  download_size: 100142813
+  dataset_size: 100142813
+- config_name: queries-rus
+  features:
+  - name: _id
+    dtype: string
+  - name: text
+    dtype: string
+  - name: instruction_og
+    dtype: string
+  - name: instruction_changed
+    dtype: string
+  splits:
+  - name: queries
+    num_bytes: 46554
+    num_examples: 40
+  download_size: 46554
+  dataset_size: 46554
+- config_name: top_ranked-rus
+  features:
+  - name: qid
+    dtype: string
+  - name: pid
+    dtype: string
+  splits:
+  - name: top_ranked
+    num_bytes: 1531215
+    num_examples: 40000
+  download_size: 1531215
+  dataset_size: 1531215
+- config_name: qrels_og-zho
+  features:
+  - name: query-id
+    dtype: string
+  - name: corpus-id
+    dtype: string
+  - name: score
+    dtype: float64
+  splits:
+  - name: test
+    num_bytes: 492178
+    num_examples: 12732
+  download_size: 492178
+  dataset_size: 492178
+- config_name: qrels_changed-zho
+  features:
+  - name: query-id
+    dtype: string
+  - name: corpus-id
+    dtype: string
+  - name: score
+    dtype: float64
+  splits:
+  - name: test
+    num_bytes: 491764
+    num_examples: 12732
+  download_size: 491764
+  dataset_size: 491764
+- config_name: corpus-zho
+  features:
+  - name: _id
+    dtype: string
+  - name: title
+    dtype: string
+  - name: text
+    dtype: string
+  splits:
+  - name: corpus
+    num_bytes: 83950020
+    num_examples: 41120
+  download_size: 83950020
+  dataset_size: 83950020
+- config_name: queries-zho
+  features:
+  - name: _id
+    dtype: string
+  - name: text
+    dtype: string
+  - name: instruction_og
+    dtype: string
+  - name: instruction_changed
+    dtype: string
+  splits:
+  - name: queries
+    num_bytes: 27482
+    num_examples: 43
+  download_size: 27482
+  dataset_size: 27482
+- config_name: top_ranked-zho
+  features:
+  - name: qid
+    dtype: string
+  - name: pid
+    dtype: string
+  splits:
+  - name: top_ranked
+    num_bytes: 1646082
+    num_examples: 43000
+  download_size: 1646082
+  dataset_size: 1646082
+configs:
+- config_name: qrels_og-fas
+  data_files:
+  - split: test
+    path: qrels_og-fas/test.parquet
+- config_name: qrels_changed-fas
+  data_files:
+  - split: test
+    path: qrels_changed-fas/test.parquet
+- config_name: corpus-fas
+  data_files:
+  - split: corpus
+    path: corpus-fas/corpus.parquet
+- config_name: queries-fas
+  data_files:
+  - split: queries
+    path: queries-fas/queries.parquet
+- config_name: top_ranked-fas
+  data_files:
+  - split: top_ranked
+    path: top_ranked-fas/top_ranked.parquet
+- config_name: qrels_og-rus
+  data_files:
+  - split: test
+    path: qrels_og-rus/test.parquet
+- config_name: qrels_changed-rus
+  data_files:
+  - split: test
+    path: qrels_changed-rus/test.parquet
+- config_name: corpus-rus
+  data_files:
+  - split: corpus
+    path: corpus-rus/corpus.parquet
+- config_name: queries-rus
+  data_files:
+  - split: queries
+    path: queries-rus/queries.parquet
+- config_name: top_ranked-rus
+  data_files:
+  - split: top_ranked
+    path: top_ranked-rus/top_ranked.parquet
+- config_name: qrels_og-zho
+  data_files:
+  - split: test
+    path: qrels_og-zho/test.parquet
+- config_name: qrels_changed-zho
+  data_files:
+  - split: test
+    path: qrels_changed-zho/test.parquet
+- config_name: corpus-zho
+  data_files:
+  - split: corpus
+    path: corpus-zho/corpus.parquet
+- config_name: queries-zho
+  data_files:
+  - split: queries
+    path: queries-zho/queries.parquet
+- config_name: top_ranked-zho
+  data_files:
+  - split: top_ranked
+    path: top_ranked-zho/top_ranked.parquet
+---
+
+# mFollowIR-parquet
+
+This is a parquet version of the mFollowIR dataset that can be loaded directly with `load_dataset()`. The original dataset can be found at [jhu-clsp/mFollowIR](https://huggingface.co/datasets/jhu-clsp/mFollowIR).
+
+## Dataset Structure
+
+The dataset contains the following configurations for each language (fas, rus, zho):
+
+### Configurations
+- `qrels_og_[lang]`: Original relevance judgments (test split)
+- `qrels_changed_[lang]`: Modified relevance judgments (test split)
+- `corpus_[lang]`: Document collection
+- `queries_[lang]`: Query set with instructions
+- `top_ranked_[lang]`: Top ranked documents
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+# Load a specific configuration
+dataset = load_dataset("jhu-clsp/mFollowIR-parquet", "queries_fas")  # or any other config
+
+# Load multiple configurations
+dataset = load_dataset("jhu-clsp/mFollowIR-parquet", 
+                      ["queries_fas", "corpus_fas"])
+```
+
+## Citation
+
+```bibtex
+@article{weller2024mfollowir,
+  title="mFollowIR: a Multilingual Benchmark for Instruction Following in Information Retrieval",
+  author="Weller, Orion and Chang, Benjamin and Yang, Eugene and Yarmohammadi, Mahsa and Barham, Sam and MacAvaney, Sean and Cohan, Arman and Soldaini, Luca and Van Durme, Benjamin and Lawrie, Dawn",
+  journal="arXiv preprint TODO",
+  year="2024"
+}
+```

corpus-fas/corpus.parquet

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corpus-rus/corpus.parquet

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corpus-zho/corpus.parquet

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